Senior Data Scientist
Los Angeles, CA - USA
Job Summary
Why Sony Interactive Entertainment
Sony Interactive Entertainment isnt just the Best Place to Play its also the Best Place to Work. Sony Interactive Entertainment (SIE) is the company behind the PlayStation brand. As a subsidiary of Sony Group Corporation were part of a proud legacy of innovation and excellence. SIE is a dynamic technology company delivering cutting-edge hardware and network services to more than 100 million people and an entertainment leader home to some of the most beloved and recognizable intellectual properties (IP) in the world. Our role at SIE is to create and nurture the experiences under the PlayStation brand a name synonymous with entertainment excellence and creativity.
Senior Data Scientist Product Usage & Value Lens (SBG / PBG Finance Partnership)
At PlayStation Data Science plays a critical role in shaping how we invest in retain and delight our global player base. Our Player Value Science team turns understanding of value mechanics into incrementality: we explain what drives value where it is created or missed and what to change so growth can be created and protected.
As a Senior Data Scientist you will drive the development of advanced modelling and analytical approaches that influence high-stakes commercial and portfolio decisions at scale. Working closely with stakeholders across Finance Strategy and Platform you will work on complex and often ambiguous problems with a high degree of autonomy to shape how data informs strategy and investment decisions through a deeper understanding of player behaviour product usage and long-term value.
This role combines deep technical expertise with strong commercial judgement. You will own the problem definition and approach and success will be measured not only by the quality of your work but by the adoption and impact on business outcomes.
What Youll Do
Design and deliver advanced modelling approaches that quantify player value incremental impact and long-term platform value applying techniques such as causal inference forecasting optimization and machine learning where appropriate.
Measure the incremental effect of launches investments and external market events isolating true impact from what would have happened anyway and translating that into an actionable understanding of where value is created.
Build optimization and scenario models that inform long-range planning and investment decisions under real-world constraints.
Own ambiguous problem spaces and break down complex business challenges into tractable measurable solutions.
Partner closely with cross-functional teams across Finance Strategy and Platform to ensure value-driving products are robust trusted and adopted helping stakeholders understand how to recognise and attribute impact.
Evaluate and select modelling approaches based on problem context balancing rigour performance scalability interpretability and business impact.
Mentor other data scientists and contribute to best practices across the team.
Communicate complex modelling approaches assumptions and outcomes clearly to technical and non-technical audiences including Finance leadership.
What Were Looking For
You combine technical depth with a proactive solution-oriented mindset and the ability to influence strategy and inspire others. You thrive on ambiguous high-value problems using data to deepen PlayStations understanding of its players and its portfolio and inform decisions and strategies that drive sustainable growth.
Proven industry experience delivering impactful decision-grade analytical and modelling solutions in areas such as customer value incrementality forecasting or investment decisioning.
Experience with optimization or operations research approaches (for example resource allocation scheduling or constrained planning problems) or a strong quantitative foundation to pick these up quickly.
Strong grounding in causal inference and impact measurement with the judgement to critically assess assumptions recognise when correlation is not enough and select approaches that are proportionate to the problem being solved.
Experience owning projects end-to-end from problem definition and selecting methods through to delivery and business adoption.
Ability to work with large complex datasets and translate them into scalable trustworthy solutions.
Exceptional stakeholder management and communication skills with a track record of influencing commercial or finance partners and communicating results persuasively to both technical and non-technical audiences.
Proficiency in Python and SQL and comfort across the modern analytical and ML tooling ecosystem; experience with PySpark or equivalent distributed data processing tools.
A strong quantitative background typically a Masters or PhD in operations research machine learning statistics economics or a related field.
Nice to Have
Background in gaming e-commerce or subscription-based businesses.
Experience partnering with Finance or commercial functions on portfolio investment or impact-attribution problems.
Industry experience with experimentation frameworks and causal inference.
Expertise in modern machine learning approaches including applying techniques such as transformers embeddings or sequence-based models to real-world behavioural data.
Experience working in agile fast-paced environments
At SIE we consider several factors when setting each roles base pay range including the competitive benchmarking data for the market and geographic location.
Please note that the base pay range may vary in line with our hybrid working policy and individual base pay will be determined based on job-related factors which may include knowledge skills experience and location.
In addition this role is eligible for SIEs top-tier benefits package that includes medical dental vision matching 401(k) paid time off wellness program and coveted employee discounts for Sony products. This role also may be eligible for a bonus package. Clickhere to learn more.
The estimated base pay range for this role is listed below.
$167200 - $250800 USD
Please note Sony Interactive Entertainment conducts background checks at the offer stage for all new employees (which may include criminal background checks for some roles) and will need to process personal information to support these checks.
Please refer to ourCandidate Privacy Noticefor more information about what personal information we collect how we use it who we share it with and your data protection rights.
Equal Opportunity Statement:
Sony is an Equal Opportunity Employer. All persons will receive consideration for employment without regard to gender (including gender identity gender expression and gender reassignment) race (including colour nationality ethnic or national origin) religion or belief marital or civil partnership status disability age sexual orientation pregnancy maternity or parental status trade union membership or membership in any other legally protected category.
We strive to create an inclusive environment empower employees and embrace diversity. We encourage everyone to respond.
Sony Interactive Entertainment is a Fair Chance employer and qualified applicants with arrest and conviction records will be considered for employment.
Required Experience:
Senior IC
About Company
Explore the new generation PlayStation 4 and PS5 consoles - experience immersive gaming with thousands of hit games in every genre to rewrite the rules for what a PlayStation console can do.